{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 分析Z500上各个模型的PSD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append(\"../\")\n",
    "import numpy as np\n",
    "import xarray as xr\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs\n",
    "from src.utils.plot import subplot_daloop\n",
    "from src.utils.data_utils import NAME_TO_VAR\n",
    "from pysteps.utils.spectral import rapsd, corrcoef\n",
    "import matplotlib.ticker as ticker\n",
    "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
    "from matplotlib.patches import ConnectionPatch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "DALOOP_DIR = \"../../results/da_loop\"\n",
    "ERA5_DIR = \"../../data/era5\"\n",
    "BACKGRDOUND_DIR = \"../../data/background\"\n",
    "VARIABLE = \"geopotential\"\n",
    "LEVEL = 500\n",
    "RESOLUTION = 5.625"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "gt = xr.open_mfdataset(f\"{ERA5_DIR}/{VARIABLE}_{LEVEL}_{RESOLUTION}deg/test/*.nc\", combine=\"by_coords\")\n",
    "xb = xr.open_mfdataset(f\"{BACKGRDOUND_DIR}/{VARIABLE}_{LEVEL}_{RESOLUTION}deg/test/*.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_4dvar_obs20 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.2/fc_iter_4dvar_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "fc_4dvarnet_obs20 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.2/fc_iter_4dvarnet_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "fc_vit_obs20 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.2/fc_iter_vit_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "fc_4dvarcyclegan_obs20 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.2/fc_iter_4dvarcyclegan_wscale_obspartial0.2.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_4dvar_obs15 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.15/fc_iter_4dvar_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "fc_4dvarnet_obs15 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.15/fc_iter_4dvarnet_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "fc_vit_obs15 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.15/fc_iter_vit_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "fc_4dvarcyclegan_obs15 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.15/fc_iter_4dvarcyclegan_wscale_obspartial0.15.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_4dvar_obs10 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.1/fc_iter_4dvar_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "fc_4dvarnet_obs10 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.1/fc_iter_4dvarnet_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "fc_vit_obs10 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.1/fc_iter_vit_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "fc_4dvarcyclegan_obs10 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.1/fc_iter_4dvarcyclegan_wscale_obspartial0.1.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_4dvar_obs5 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.05/fc_iter_4dvar_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "fc_4dvarnet_obs5 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.05/fc_iter_4dvarnet_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "fc_vit_obs5 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.05/fc_iter_vit_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "fc_4dvarcyclegan_obs5 = xr.open_mfdataset(f\"{DALOOP_DIR}/obs_partial_0.05/fc_iter_4dvarcyclegan_wscale_obspartial0.05.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 绘制同化预报循环误差"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_iter_stat = {\n",
    "    \"ERA5\": gt[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].sel(time=fc_4dvar_obs20.time),\n",
    "    \"Background\": xb[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].sel(time=fc_4dvar_obs20.time).sel(init_time=-72).sel(level=500),\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_iter_obs20 = {\n",
    "    \"4DVar Obs20\": fc_4dvar_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarNet Obs20\": fc_4dvarnet_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"ViT Obs20\": fc_vit_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarGAN Obs20\": fc_4dvarcyclegan_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_iter_obs15 = {\n",
    "    \"4DVar Obs15\": fc_4dvar_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarNet Obs15\": fc_4dvarnet_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"ViT Obs15\": fc_vit_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarGAN Obs15\": fc_4dvarcyclegan_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_iter_obs10 = {\n",
    "    \"4DVar Obs10\": fc_4dvar_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarNet Obs10\": fc_4dvarnet_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"ViT Obs10\": fc_vit_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarGAN Obs10\": fc_4dvarcyclegan_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "fc_iter_obs5 = {\n",
    "    \"4DVar Obs5\": fc_4dvar_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarNet Obs5\": fc_4dvarnet_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"ViT Obs5\": fc_vit_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "    \"4DVarGAN Obs5\": fc_4dvarcyclegan_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]],\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_mean_spectral_density(data: xr.DataArray, timestamp=None, num_times=None):\n",
    "    # data = data.sel(time=slice(self.time_period[0], self.time_period[1]))\n",
    "    # data = data.isel(lon=slice(0 + 10, 59 + 10), lat=slice(0 + 10, 59 + 10))\n",
    "    num_frequencies = np.max((len(data.lat.values), len(data.lon.values))) / 2\n",
    "\n",
    "    mean_spectral_density = np.zeros(int(num_frequencies))\n",
    "\n",
    "    if num_times is None:\n",
    "        num_times = int(len(data.time))\n",
    "    elif timestamp is not None:\n",
    "        num_times = 1\n",
    "\n",
    "    else:\n",
    "        num_times = num_times\n",
    "\n",
    "    for t in range(num_times):\n",
    "        if timestamp is not None:\n",
    "            tmp = data.sel(time=timestamp).values\n",
    "        else:\n",
    "            tmp = data.isel(time=t).values\n",
    "        psd, freq = rapsd(tmp, return_freq=True, normalize=True, fft_method=np.fft)\n",
    "        mean_spectral_density += psd\n",
    "    mean_spectral_density /= num_times\n",
    "\n",
    "    return mean_spectral_density, freq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "psd_stat = {}\n",
    "for method in [\"ERA5\", \"Background\"]:\n",
    "    psd, freq = compute_mean_spectral_density(fc_iter_stat[method])\n",
    "    psd_stat[method]= psd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "psd_obs20 = {}\n",
    "for method in [\"4DVar Obs20\", \"4DVarNet Obs20\", \"ViT Obs20\", \"4DVarGAN Obs20\"]:\n",
    "    psd, freq = compute_mean_spectral_density(fc_iter_obs20[method].sel(lead_time=0))\n",
    "    psd_obs20[method]= psd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "psd_obs15 = {}\n",
    "for method in [\"4DVar Obs15\", \"4DVarNet Obs15\", \"ViT Obs15\", \"4DVarGAN Obs15\"]:\n",
    "    psd, freq = compute_mean_spectral_density(fc_iter_obs15[method].sel(lead_time=0))\n",
    "    psd_obs15[method]= psd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "psd_obs10 = {}\n",
    "for method in [\"4DVar Obs10\", \"4DVarNet Obs10\", \"ViT Obs10\", \"4DVarGAN Obs10\"]:\n",
    "    psd, freq = compute_mean_spectral_density(fc_iter_obs10[method].sel(lead_time=0))\n",
    "    psd_obs10[method]= psd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "psd_obs5 = {}\n",
    "for method in [\"4DVar Obs5\", \"4DVarNet Obs5\", \"ViT Obs5\", \"4DVarGAN Obs5\"]:\n",
    "    psd, freq = compute_mean_spectral_density(fc_iter_obs5[method].sel(lead_time=0))\n",
    "    psd_obs5[method]= psd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "def subplot_psd(psd_stat, psds, freq, axis=None, fname=None, fontsize=None, linewidth=None):\n",
    "\n",
    "    fig = plt.figure(figsize=(12, 12))\n",
    "\n",
    "    plt.rcParams.update({'font.size': 12})\n",
    "    x_vals = 1 / freq * 5.625 * 111 / 2\n",
    "    x_ticks = [2 ** 9, 2 ** 10, 2 ** 11, 2 ** 12, 2 ** 13]\n",
    "    for i in range(4):\n",
    "        ax = fig.add_subplot(2, 2, i+1)\n",
    "        ax.plot(x_vals, psd_stat[\"ERA5\"], label=f'ERA5', linewidth=linewidth, color='k')\n",
    "        ax.plot(x_vals, psd_stat[\"Background\"], label=f'Background', linewidth=linewidth, color=\"purple\")\n",
    "        for method in psds[i].keys():\n",
    "            ax.plot(x_vals, psds[i][method], label=method.split(\" \")[0], linewidth=linewidth)\n",
    "        ax.legend(loc='lower left', fontsize=fontsize)\n",
    "        ax.set_xlim(x_vals[1] + 1024, x_vals[-1] - 32)\n",
    "        ax.set_yscale('log', base=10)\n",
    "        ax.set_xscale('log', base=2)\n",
    "        ax.set_xticks(x_ticks)\n",
    "        ax.tick_params(axis='x', labelsize=fontsize)\n",
    "        ax.tick_params(axis='y', labelsize=fontsize)\n",
    "        ax.get_xaxis().set_major_formatter(ticker.ScalarFormatter())\n",
    "        ax.grid()\n",
    "        # ax.set_ylim(4.5e-5, 0.07)\n",
    "        ax.set_xlabel(r'WaveLength [km]', fontsize=fontsize)\n",
    "        ax.set_ylabel('PSD [a.u]', fontsize=fontsize)\n",
    "        plt.title(f'{method.split(\" \")[-1]}% Observations')\n",
    "\n",
    "        # axins = inset_axes(ax, width=\"40%\", height=\"50%\", loc='upper right', bbox_to_anchor=(0.3, 0.1, 0.7, 0.9),\n",
    "        #                    bbox_transform=ax.transAxes)\n",
    "        # for j in range(len(psds)):\n",
    "        #     axins.plot(x_vals, psds[j] if names[j]=='ERA5' else psds[j][i], label=f'{names[j]}', linewidth=linewidth)\n",
    "\n",
    "        # sx = [1406, 384*2, 384*2, 1406, 1406]\n",
    "        # sy = [10e-11, 10e-11, 5*10e-9, 5*10e-9, 10e-11]\n",
    "        # ax.plot(sx, sy, 'black', linewidth=1)\n",
    "\n",
    "        # xy, xy2 = (1406, 5*10e-9), (1406, 5*10e-9)\n",
    "        # con = ConnectionPatch(xyA=xy2, xyB=xy, coordsA='data', coordsB='data', axesA=axins, axesB=ax)\n",
    "        # axins.add_artist(con)\n",
    "\n",
    "        # xy, xy2 = (384*2, 10e-11), (384*2, 10e-11)\n",
    "        # con = ConnectionPatch(xyA=xy2, xyB=xy, coordsA='data', coordsB='data', axesA=axins, axesB=ax)\n",
    "        # axins.add_artist(con)\n",
    "\n",
    "        # axins.set_ylim(10e-11, 5*10e-9)\n",
    "        # axins.set_xlim(1406, 384*2)\n",
    "        # axins.set_yscale('log', base=10)\n",
    "        # axins.set_xscale('log', base=2)\n",
    "        # axins.get_xaxis().set_visible(False)\n",
    "        # axins.get_yaxis().set_visible(False)\n",
    "\n",
    "    # if fname is not None:\n",
    "    #     plt.savefig(fname, format='pdf', dpi=300, bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1200 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "subplot_psd(psd_stat, [psd_obs20, psd_obs15, psd_obs10, psd_obs5], freq, fontsize=12, linewidth=1.5, fname='PSD_subplot_inittime.pdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ddwp",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
